Lifetime estimation device, lifetime estimation method, and abnormality detection method of secondary battery
View Patent ↗An object is to predict a deterioration state of a secondary battery even in an environment where temperature and a charging voltage change. A lifetime estimation device of the secondary battery includes a measuring unit for measuring the capacity of the secondary battery in the full charging state; a temperature sensing unit for sensing the ambient temperature of the secondary battery; and a storage unit for storing a table of a proportional coefficient corresponding to temperature in advance, and a predicted deterioration line of the secondary battery is calculated with the use of a nonlinear regression equation approximated to a measured deterioration line obtained by the measuring unit. The lifetime estimation device may construct a lifetime estimation system with the use of a neural network.
1. A lifetime estimation device of a secondary battery, comprising:
a measuring unit measuring a capacity of a secondary battery in a full charging state;
a temperature sensing unit sensing ambient temperature of the secondary battery;
a storage unit storing a table of a proportional coefficient corresponding to temperature; and
a microcomputer calculating a predicted deterioration line of the secondary battery with use of a nonlinear regression equation approximated to a measured deterioration line obtained by the measuring unit,
wherein the nonlinear regression equation is represented by:
State of Health(SOH)=100− a ×√{square root over (Cycle number)}− b ×(Cycle number) 2 ,
wherein the SOH means a capacity retention rate to an initial capacity of the secondary battery, represented by percentage,
wherein the Cycle number means a number of a pair of charge and discharge of the secondary battery,
wherein each of parameters a and b represents a positive number, and
wherein the table of the proportional coefficient comprises parameters a and b.
2. The lifetime estimation device of a secondary battery according to claim 1 ,
wherein the nonlinear regression equation comprises a first proportional coefficient represented by parameter a and a second proportional coefficient represented by parameter b, and
wherein the storage unit is configured to store a table of the first proportional coefficient and a table of the second proportional coefficient.
3. The lifetime estimation device of a secondary battery according to claim 2 ,
wherein each of the first proportional coefficient and the second proportional coefficient is a deterioration factor.
4. The lifetime estimation device of a secondary battery according to claim 1 ,
wherein the storage unit is a database.